What is synthetic data?

<span data-sheets-root="1" data-sheets-value="{"1":2,"2":"Essentially, synthetic data is artificial data generated based on a real data set. It is realistic, and statistically representative of the original. "}" data-sheets-userformat="{"2":4993,"3":{"1":0},"10":2,"11":4,"12":0,"15":"Arial"}">Essentially, synthetic data is artificial data generated based on a real data set. It is realistic, and statistically representative of the original.

The accuracy of an AI model often shifts because of changing circumstances in the real world.

<span data-sheets-value="{"1":2,"2":"A deep fake is a digitally rendered video or image that uses artificial intelligence techniques to appear extremely realistic. The images or video convincingly depict people saying or doing things they have never done. "}" data-sheets-userformat="{"2":4483,"3":{"1":0},"4":{"1":2,"2":16777215},"10":2,"11":4,"15":"Arial"}">A deep fake is a digitally rendered video or image that uses artificial intelligence techniques to appear extremely realistic. The images or video convincingly depict people saying or doing things they have never done.

Do AI systems have bias?

AI systems can perpetuate biases. This is especially true in hiring practices and in criminal justice, and managing those biases can be difficult.

Kayne McGladrey IEEE Senior Member

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